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When combined with #155602, resolves 95% of memory growth seen in #154329. Checking torchbench to ensure speed hasn't regressed

@pytorchbot rebase

@pytorchbot started a rebase job onto refs/remotes/origin/viable/strict. Check the current status here

Successfully rebased dev/skotapati/leak_fixes onto refs/remotes/origin/viable/strict, please pull locally before adding more changes (for example, via git checkout dev/skotapati/leak_fixes && git pull --rebase)

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